

import argparse
import os
import re


lowercase			:				Any   =     "src/diffusers"

# Pattern that looks at the indentation in a line.
lowercase			:				Optional[Any]   =     re.compile(r"^(\s*)\S")
# Pattern that matches `"key":" and puts `key` in group 0.
lowercase			:				Optional[Any]   =     re.compile(r"^\s*\"([^\"]+)\":")
# Pattern that matches `_import_structure["key"]` and puts `key` in group 0.
lowercase			:				List[str]   =     re.compile(r"^\s*_import_structure\[\"([^\"]+)\"\]")
# Pattern that matches `"key",` and puts `key` in group 0.
lowercase			:				List[str]   =     re.compile(r"^\s*\"([^\"]+)\",\s*$")
# Pattern that matches any `[stuff]` and puts `stuff` in group 0.
lowercase			:				Optional[int]   =     re.compile(r"\[([^\]]+)\]")






def        snake_case__		(    lowerCamelCase_		):
							A      :					Dict      		=					_re_indent.search(lowerCamelCase_		)
							return "" if search is None else search.groups()[0]






def        snake_case__		(    lowerCamelCase_     ,				lowerCamelCase_=""     ,				lowerCamelCase_=None     ,				lowerCamelCase_=None		):
							A      :					int      		=					0
							A      :					Any      		=					code.split('''\n'''		)
							if start_prompt is not None:
														while not lines[index].startswith(lowerCamelCase_		):
																					index += 1
														A      :					int      		=					['''\n'''.join(lines[:index]		)]
							else:
														A      :					Tuple      		=					[]

							# We split into blocks until we get to the `end_prompt` (or the end of the block).
							A      :					str      		=					[lines[index]]
							index += 1
							while index < len(lowerCamelCase_		) and (end_prompt is None or not lines[index].startswith(lowerCamelCase_		)):
														if len(lines[index]		) > 0 and get_indent(lines[index]		) == indent_level:
																					if len(lowerCamelCase_		) > 0 and get_indent(current_block[-1]		).startswith(indent_level + ''' '''		):
																												current_block.append(lines[index]		)
																												blocks.append('''\n'''.join(lowerCamelCase_		)		)
																												if index < len(lowerCamelCase_		) - 1:
																																			A      :					Optional[Any]      		=					[lines[index + 1]]
																																			index += 1
																												else:
																																			A      :					Optional[int]      		=					[]
																					else:
																												blocks.append('''\n'''.join(lowerCamelCase_		)		)
																												A      :					Dict      		=					[lines[index]]
														else:
																					current_block.append(lines[index]		)
														index += 1

							# Adds current block if it's nonempty.
							if len(lowerCamelCase_		) > 0:
														blocks.append('''\n'''.join(lowerCamelCase_		)		)

							# Add final block after end_prompt if provided.
							if end_prompt is not None and index < len(lowerCamelCase_		):
														blocks.append('''\n'''.join(lines[index:]		)		)

							return blocks






def        snake_case__		(    lowerCamelCase_		):

							def _inner(lowerCamelCase_		):
														return key(lowerCamelCase_		).lower().replace('''_'''     ,				''''''		)

							return _inner






def        snake_case__		(    lowerCamelCase_     ,				lowerCamelCase_=None		):

							# If no key is provided, we use a noop.
							def noop(lowerCamelCase_		):
														return x

							if key is None:
														A      :					Optional[Any]      		=					noop
							# Constants are all uppercase, they go first.
							A      :					Tuple      		=					[obj for obj in objects if key(lowerCamelCase_		).isupper()]
							# Classes are not all uppercase but start with a capital, they go second.
							A      :					int      		=					[obj for obj in objects if key(lowerCamelCase_		)[0].isupper() and not key(lowerCamelCase_		).isupper()]
							# Functions begin with a lowercase, they go last.
							A      :					List[Any]      		=					[obj for obj in objects if not key(lowerCamelCase_		)[0].isupper()]

							A      :					Union[str, Any]      		=					ignore_underscore(lowerCamelCase_		)
							return sorted(lowerCamelCase_     ,				key=lowerCamelCase_		) + sorted(lowerCamelCase_     ,				key=lowerCamelCase_		) + sorted(lowerCamelCase_     ,				key=lowerCamelCase_		)






def        snake_case__		(    lowerCamelCase_		):

							# This inner function sort imports between [ ].
							def _replace(lowerCamelCase_		):
														A      :					Optional[Any]      		=					match.groups()[0]
														if "," not in imports:
																					return F'[{imports}]'
														A      :					List[Any]      		=					[part.strip().replace('''"'''     ,				''''''		) for part in imports.split(''','''		)]
														# We will have a final empty element if the line finished with a comma.
														if len(keys[-1]		) == 0:
																					A      :					Optional[int]      		=					keys[:-1]
														return "[" + ", ".join([F'"{k}"' for k in sort_objects(lowerCamelCase_		)]		) + "]"

							A      :					Tuple      		=					import_statement.split('''\n'''		)
							if len(lowerCamelCase_		) > 3:
														# Here we have to sort internal imports that are on several lines (one per name):
														# key: [
														#     "object1",
														#     "object2",
														#     ...
														# ]

														# We may have to ignore one or two lines on each side.
														A      :					Any      		=					2 if lines[1].strip() == '''[''' else 1
														A      :					Optional[Any]      		=					[(i, _re_strip_line.search(lowerCamelCase_		).groups()[0]) for i, line in enumerate(lines[idx:-idx]		)]
														A      :					Any      		=					sort_objects(lowerCamelCase_     ,				key=lambda lowerCamelCase_		: x[1]		)
														A      :					Union[str, Any]      		=					[lines[x[0] + idx] for x in sorted_indices]
														return "\n".join(lines[:idx] + sorted_lines + lines[-idx:]		)
							elif len(lowerCamelCase_		) == 3:
														# Here we have to sort internal imports that are on one separate line:
														# key: [
														#     "object1", "object2", ...
														# ]
														if _re_bracket_content.search(lines[1]		) is not None:
																					A      :					str      		=					_re_bracket_content.sub(_replace     ,				lines[1]		)
														else:
																					A      :					Dict      		=					[part.strip().replace('''"'''     ,				''''''		) for part in lines[1].split(''','''		)]
																					# We will have a final empty element if the line finished with a comma.
																					if len(keys[-1]		) == 0:
																												A      :					List[str]      		=					keys[:-1]
																					A      :					Optional[Any]      		=					get_indent(lines[1]		) + ''', '''.join([F'"{k}"' for k in sort_objects(lowerCamelCase_		)]		)
														return "\n".join(lowerCamelCase_		)
							else:
														# Finally we have to deal with imports fitting on one line
														A      :					Dict      		=					_re_bracket_content.sub(_replace     ,				lowerCamelCase_		)
														return import_statement






def        snake_case__		(    lowerCamelCase_     ,				lowerCamelCase_=True		):
							with open(lowerCamelCase_     ,				'''r'''		) as f:
														A      :					List[str]      		=					f.read()

							if "_import_structure" not in code:
														return

							# Blocks of indent level 0
							A      :					Optional[int]      		=					split_code_in_indented_blocks(
							    lowerCamelCase_     ,				start_prompt='''_import_structure = {'''     ,				end_prompt='''if TYPE_CHECKING:'''		)

							# We ignore block 0 (everything until start_prompt) and the last block (everything after end_prompt).
							for block_idx in range(1     ,				len(lowerCamelCase_		) - 1		):
														# Check if the block contains some `_import_structure`s thingy to sort.
														A      :					Optional[Any]      		=					main_blocks[block_idx]
														A      :					int      		=					block.split('''\n'''		)

														# Get to the start of the imports.
														A      :					Dict      		=					0
														while line_idx < len(lowerCamelCase_		) and "_import_structure" not in block_lines[line_idx]:
																					# Skip dummy import blocks
																					if "import dummy" in block_lines[line_idx]:
																												A      :					List[Any]      		=					len(lowerCamelCase_		)
																					else:
																												line_idx += 1
														if line_idx >= len(lowerCamelCase_		):
																					continue

														# Ignore beginning and last line: they don't contain anything.
														A      :					str      		=					'''\n'''.join(block_lines[line_idx:-1]		)
														A      :					str      		=					get_indent(block_lines[1]		)
														# Slit the internal block into blocks of indent level 1.
														A      :					Tuple      		=					split_code_in_indented_blocks(lowerCamelCase_     ,				indent_level=lowerCamelCase_		)
														# We have two categories of import key: list or _import_structure[key].append/extend
														A      :					Dict      		=					_re_direct_key if '''_import_structure''' in block_lines[0] else _re_indirect_key
														# Grab the keys, but there is a trap: some lines are empty or just comments.
														A      :					Any      		=					[(pattern.search(lowerCamelCase_		).groups()[0] if pattern.search(lowerCamelCase_		) is not None else None) for b in internal_blocks]
														# We only sort the lines with a key.
														A      :					str      		=					[(i, key) for i, key in enumerate(lowerCamelCase_		) if key is not None]
														A      :					Tuple      		=					[x[0] for x in sorted(lowerCamelCase_     ,				key=lambda lowerCamelCase_		: x[1]		)]

														# We reorder the blocks by leaving empty lines/comments as they were and reorder the rest.
														A      :					Optional[int]      		=					0
														A      :					Any      		=					[]
														for i in range(len(lowerCamelCase_		)		):
																					if keys[i] is None:
																												reordered_blocks.append(internal_blocks[i]		)
																					else:
																												A      :					List[Any]      		=					sort_objects_in_import(internal_blocks[sorted_indices[count]]		)
																												reordered_blocks.append(lowerCamelCase_		)
																												count += 1

        # And we put our main block back together with its first and last line.
														A      :					str      		=					'''\n'''.join(block_lines[:line_idx] + reordered_blocks + [block_lines[-1]]		)

							if code != "\n".join(lowerCamelCase_		):
														if check_only:
																					return True
														else:
																					print(F'Overwriting {file}.'		)
																					with open(lowerCamelCase_     ,				'''w'''		) as f:
																												f.write('''\n'''.join(lowerCamelCase_		)		)






def        snake_case__		(    lowerCamelCase_=True		):
							A      :					Union[str, Any]      		=					[]
							for root, _, files in os.walk(lowerCamelCase_		):
														if "__init__.py" in files:
																					A      :					str      		=					sort_imports(os.path.join(lowerCamelCase_     ,				'''__init__.py'''		)     ,				check_only=lowerCamelCase_		)
																					if result:
																												A      :					List[str]      		=					[os.path.join(lowerCamelCase_     ,				'''__init__.py'''		)]
							if len(lowerCamelCase_		) > 0:
														raise ValueError(F'Would overwrite {len(lowerCamelCase_		)} files, run `make style`.'		)


if __name__ == "__main__":
		lowercase			:				Optional[Any]   =     argparse.ArgumentParser()
		parser.add_argument("--check_only", action="store_true", help="Whether to only check or fix style.")
		lowercase			:				Optional[Any]   =     parser.parse_args()

		sort_imports_in_all_inits(check_only=args.check_only)









import os
import unittest

from huggingface_hub.utils import are_progress_bars_disabled

import transformers.models.bart.tokenization_bart
from transformers import logging
from transformers.testing_utils import CaptureLogger, mockenv, mockenv_context
from transformers.utils.logging import disable_progress_bar, enable_progress_bar







class 					__lowercase  (						unittest.TestCase				):





							"""simple docstring"""

							def       snake_case			(					self						)		->       Union[str, Any]:
														A      :					Dict      		=					logging.get_logger()

														# the current default level is logging.WARNING
														A      :					List[Any]      		=					logging.get_verbosity()

														logging.set_verbosity_error()
														self.assertEqual(logger.getEffectiveLevel()    ,						logging.get_verbosity()						)

														logging.set_verbosity_warning()
														self.assertEqual(logger.getEffectiveLevel()    ,						logging.get_verbosity()						)

														logging.set_verbosity_info()
														self.assertEqual(logger.getEffectiveLevel()    ,						logging.get_verbosity()						)

														logging.set_verbosity_debug()
														self.assertEqual(logger.getEffectiveLevel()    ,						logging.get_verbosity()						)

														# restore to the original level
														logging.set_verbosity(__UpperCAmelCase						)




							def       snake_case			(					self						)		->       str:
														A      :					Any      		=					logging.get_verbosity()

														A      :					Optional[Any]      		=					logging.get_logger('''transformers.models.bart.tokenization_bart'''						)
														A      :					Tuple      		=					'''Testing 1, 2, 3'''

														# should be able to log warnings (if default settings weren't overridden by `pytest --log-level-all`)
														if level_origin <= logging.WARNING:
																					with CaptureLogger(__UpperCAmelCase						) as cl:
																												logger.warning(__UpperCAmelCase						)
																					self.assertEqual(cl.out    ,						msg + '''\n'''						)

														# this is setting the level for all of `transformers.*` loggers
														logging.set_verbosity_error()

														# should not be able to log warnings
														with CaptureLogger(__UpperCAmelCase						) as cl:
																					logger.warning(__UpperCAmelCase						)
														self.assertEqual(cl.out    ,						''''''						)

														# should be able to log warnings again
														logging.set_verbosity_warning()
														with CaptureLogger(__UpperCAmelCase						) as cl:
																					logger.warning(__UpperCAmelCase						)
														self.assertEqual(cl.out    ,						msg + '''\n'''						)

														# restore to the original level
														logging.set_verbosity(__UpperCAmelCase						)




							@mockenv(TRANSFORMERS_VERBOSITY='''error'''						)
							def       snake_case			(					self						)		->       Optional[int]:
														# reset for the env var to take effect, next time some logger call is made
														transformers.utils.logging._reset_library_root_logger()
														# this action activates the env var
														A      :					int      		=					logging.get_logger('''transformers.models.bart.tokenization_bart'''						)

														A      :					Any      		=					os.getenv('''TRANSFORMERS_VERBOSITY'''    ,						__UpperCAmelCase						)
														A      :					List[str]      		=					logging.log_levels[env_level_str]

														A      :					Optional[int]      		=					logging.get_verbosity()
														self.assertEqual(
														    __UpperCAmelCase    ,						__UpperCAmelCase    ,						f'TRANSFORMERS_VERBOSITY={env_level_str}/{env_level}, but internal verbosity is {current_level}'    ,						)

														# restore to the original level
														A      :					str      		=					''''''
														transformers.utils.logging._reset_library_root_logger()




							@mockenv(TRANSFORMERS_VERBOSITY='''super-error'''						)
							def       snake_case			(					self						)		->       Optional[int]:
														# reset for the env var to take effect, next time some logger call is made
														transformers.utils.logging._reset_library_root_logger()
														A      :					str      		=					logging.logging.getLogger()
														with CaptureLogger(__UpperCAmelCase						) as cl:
																					# this action activates the env var
																					logging.get_logger('''transformers.models.bart.tokenization_bart'''						)
														self.assertIn('''Unknown option TRANSFORMERS_VERBOSITY=super-error'''    ,						cl.out						)

														# no need to restore as nothing was changed






							def       snake_case			(					self						)		->       Optional[int]:
														# testing `logger.warning_advice()`
														transformers.utils.logging._reset_library_root_logger()

														A      :					Union[str, Any]      		=					logging.get_logger('''transformers.models.bart.tokenization_bart'''						)
														A      :					Optional[int]      		=					'''Testing 1, 2, 3'''

														with mockenv_context(TRANSFORMERS_NO_ADVISORY_WARNINGS='''1'''						):
																					# nothing should be logged as env var disables this method
																					with CaptureLogger(__UpperCAmelCase						) as cl:
																												logger.warning_advice(__UpperCAmelCase						)
																					self.assertEqual(cl.out    ,						''''''						)

														with mockenv_context(TRANSFORMERS_NO_ADVISORY_WARNINGS=''''''						):
																					# should log normally as TRANSFORMERS_NO_ADVISORY_WARNINGS is unset
																					with CaptureLogger(__UpperCAmelCase						) as cl:
																												logger.warning_advice(__UpperCAmelCase						)
																					self.assertEqual(cl.out    ,						msg + '''\n'''						)






def        snake_case__		(    ):
							disable_progress_bar()
							assert are_progress_bars_disabled()

							enable_progress_bar()
							assert not are_progress_bars_disabled()






